Dose-Response Association Between Weekly Exercise Volume and Health-Related Fitness in Early Adulthood
Main Article Content
Abstract
Weekly exercise volume is a central component of public health guidance, yet the shape of its association with health-related fitness in early adulthood remains important for universities, workplaces, and community programs that seek realistic targets for young adults. This field study examined the dose-response association between weekly moderate-to-vigorous exercise volume and health-related fitness in women and men aged 18-30 years. A mixed-sex sample of 480 adults (240 women and 240 men; mean age 24.3 +/- 3.6 years) completed a seven-day exercise log supported by wearable summaries when available, followed by field assessments of cardiorespiratory fitness, muscular strength and endurance, body composition, resting heart rate, and blood pressure. Exercise volume was grouped as <75, 75-149, 150-299, 300-449, and >=450 min/week, and continuous associations were examined using adjusted linear regression and restricted cubic spline models. Statistical significance was set at p < 0.05. Health-related fitness improved in a graded pattern across exercise-volume categories. The adjusted fitness composite increased from 47.8 +/- 8.6 points in the <75 min/week group to 66.3 +/- 8.6 points in the >=450 min/week group, with the largest gains observed between the lowest-volume group and adults meeting 150-299 min/week. Each additional 60 min/week of exercise was associated with higher fitness composite score (beta = 1.34, 95% CI: 0.92 to 1.76, p < 0.001), higher predicted VO2max (beta = 0.81 ml/kg/min, 95% CI: 0.54 to 1.08, p < 0.001), lower waist circumference (beta = -0.42 cm, p < 0.001), lower resting heart rate (beta = -0.75 beats/min, p < 0.001) and lower systolic blood pressure (beta = -0.38 mmHg, p = 0.002). Spline analysis indicated a curvilinear relationship, with rapid improvement up to approximately 300 min/week and smaller additional gains thereafter. Associations were similar in women and men. These findings support a practical dose-response interpretation: moving inactive young adults toward guideline-level exercise yields the greatest fitness gains. At the same time, higher volumes remain beneficial but show diminishing incremental returns.
Article Details
Issue
Section

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
How to Cite
References
1. D. E. R. Warburton, C. W. Nicol, and S. S. D. Bredin, "Health benefits of physical activity: The evidence," Canadian Medical Association Journal, vol. 174, no. 6, pp. 801-809, 2006, doi: 10.1503/cmaj. 051351. DOI: https://doi.org/10.1503/cmaj.051351
2. C. E. Garber, B. Blissmer, M. R. Deschenes, B. A. Franklin, M. J. Lamonte, I. M. Lee, D. C. Nieman, and D. P. Swain, "Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults," Medicine & Science in Sports & Exercise, vol. 43, no. 7, pp. 1334-1359, 2011, doi: 10.1249/MSS.0b013e318213fefb. DOI: https://doi.org/10.1249/MSS.0b013e318213fefb
3. F. C. Bull, S. S. Al-Ansari, S. Biddle, K. Borodulin, M. P. Buman, G. Cardon, C. Carty, J. P. Chaput, S. Chastin, R. Chou, P. C. Dempsey, L. DiPietro, U. Ekelund, J. Firth, C. M. Friedenreich, L. Garcia, M. Gichu, R. Jago, P. T. Katzmarzyk, E. Lambert, M. Leitzmann, K. Milton, F. B. Ortega, C. Ranasinghe, E. Stamatakis, A. Tiedemann, R. P. Troiano, H. P. van der Ploeg, V. Wari, and J. F. Willumsen, "World Health Organization 2020 guidelines on physical activity and sedentary behaviour," British Journal of Sports Medicine, vol. 54, no. 24, pp. 1451-1462, 2020, doi: 10.1136/bjsports-2020-102955. DOI: https://doi.org/10.1136/bjsports-2020-102955
4. K. L. Piercy, R. P. Troiano, R. M. Ballard, S. A. Carlson, J. E. Fulton, D. A. Galuska, S. M. George, and R. D. Olson, "The Physical Activity Guidelines for Americans," JAMA, vol. 320, no. 19, pp. 2020-2028, 2018, doi: 10.1001/jama. 2018.14854. DOI: https://doi.org/10.1001/jama.2018.14854
5. R. Ross, S. N. Blair, R. Arena, T. S. Church, J. P. Despres, B. A. Franklin, W. L. Haskell, L. A. Kaminsky, B. D. Levine, C. J. Lavie, J. Myers, J. Niebauer, R. Sallis, S. S. Sawada, X. Sui, and U. Wisloff, "Importance of assessing cardiorespiratory fitness in clinical practice: A case for fitness as a clinical vital sign," Circulation, vol. 134, no. 24, pp. e653-e699, 2016, doi: 10.1161/CIR.0000000000000461. DOI: https://doi.org/10.1161/CIR.0000000000000461
6. S. N. Blair, H. W. Kohl, R. S. Paffenbarger, D. G. Clark, K. H. Cooper, and L. W. Gibbons, "Physical fitness and all-cause mortality: A prospective study of healthy men and women," JAMA, vol. 262, no. 17, pp. 2395-2401, 1989, doi: 10.1001/jama. 1989.03430170057028. DOI: https://doi.org/10.1001/jama.1989.03430170057028
7. S. Kodama, K. Saito, S. Tanaka, M. Maki, Y. Yachi, M. Asumi, A. Sugawara, K. Totsuka, H. Shimano, Y. Ohashi, N. Yamada, and H. Sone, "Cardiorespiratory fitness as a quantitative predictor of all-cause mortality and cardiovascular events in healthy men and women," JAMA, vol. 301, no. 19, pp. 2024-2035, 2009, doi: 10.1001/jama. 2009.681. DOI: https://doi.org/10.1001/jama.2009.681
8. I. M. Lee, E. J. Shiroma, F. Lobelo, P. Puska, S. N. Blair, and P. T. Katzmarzyk, "Effect of physical inactivity on major non-communicable diseases worldwide: An analysis of burden of disease and life expectancy," The Lancet, vol. 380, no. 9838, pp. 219-229, 2012, doi: 10.1016/S0140-6736(12)61031-9. DOI: https://doi.org/10.1016/S0140-6736(12)61031-9
9. C. P. Wen, J. P. M. Wai, M. K. Tsai, Y. C. Yang, T. Y. D. Cheng, M. C. Lee, H. T. Chan, C. K. Tsao, S. P. Tsai, and X. Wu, "Minimum amount of physical activity for reduced mortality and extended life expectancy: A prospective cohort study," The Lancet, vol. 378, no. 9798, pp. 1244-1253, 2011, doi: 10.1016/S0140-6736(11)60749-6. DOI: https://doi.org/10.1016/S0140-6736(11)60749-6
10. H. Arem, S. C. Moore, A. Patel, P. Hartge, A. B. de Gonzalez, K. Visvanathan, P. T. Campbell, N. D. Freedman, M. Weiderpass, H. O. Adami, M. S. Linet, I. M. Lee, and C. E. Matthews, "Leisure time physical activity and mortality: A detailed pooled analysis of the dose-response relationship," JAMA Internal Medicine, vol. 175, no. 6, pp. 959-967, 2015, doi: 10.1001/jamainternmed. 2015.0533. DOI: https://doi.org/10.1001/jamainternmed.2015.0533
11. U. Ekelund, J. Steene-Johannessen, W. J. Brown, M. W. Fagerland, N. Owen, K. E. Powell, A. Bauman, I. M. Lee, and Lancet Physical Activity Series 2 Executive Committee, "Does physical activity attenuate, or even eliminate, the detrimental association of sitting time with mortality?" The Lancet, vol. 388, no. 10051, pp. 1302-1310, 2016, doi: 10.1016/S0140-6736(16)30370-1. DOI: https://doi.org/10.1016/S0140-6736(16)30370-1
12. W. L. Haskell, I. M. Lee, R. R. Pate, K. E. Powell, S. N. Blair, B. A. Franklin, C. A. Macera, G. W. Heath, P. D. Thompson, and A. Bauman, "Physical activity and public health: Updated recommendation for adults from the American College of Sports Medicine and the American Heart Association," Circulation, vol. 116, no. 9, pp. 1081-1093, 2007, doi: 10.1161/CIRCULATIONAHA.107.185649. DOI: https://doi.org/10.1161/CIRCULATIONAHA.107.185649
13. T. S. Church, C. P. Earnest, J. S. Skinner, and S. N. Blair, "Effects of different doses of physical activity on cardiorespiratory fitness among sedentary, overweight or obese postmenopausal women," JAMA, vol. 297, no. 19, pp. 2081-2091, 2007, doi: 10.1001/jama. 297.19.2081. DOI: https://doi.org/10.1001/jama.297.19.2081
14. W. E. Kraus, J. A. Houmard, B. D. Duscha, K. J. Knetzger, M. B. Wharton, J. S. McCartney, C. W. Bales, S. Henes, G. P. Samsa, J. D. Otvos, K. R. Kulkarni, and C. A. Slentz, "Effects of the amount and intensity of exercise on plasma lipoproteins," New England Journal of Medicine, vol. 347, no. 19, pp. 1483-1492, 2002, doi: 10.1056/NEJMoa020194. DOI: https://doi.org/10.1056/NEJMoa020194
15. C. A. Slentz, L. B. Aiken, J. A. Houmard, C. W. Bales, W. E. Johnson, J. L. Tanner, B. D. Duscha, and W. E. Kraus, "Inactivity, exercise, and visceral fat: STRRIDE," Journal of Applied Physiology, vol. 99, no. 4, pp. 1613-1618, 2005, doi: 10.1152/japplphysiol. 00124.2005. DOI: https://doi.org/10.1152/japplphysiol.00124.2005
16. B. D. Duscha, C. A. Slentz, W. E. Johnson, J. A. Houmard, C. W. Bales, L. B. Aiken, G. P. Samsa, and W. E. Kraus, "Effects of exercise training amount and intensity on peak oxygen consumption in middle-aged men and women at risk for cardiovascular disease," Chest, vol. 128, no. 4, pp. 2788-2793, 2005, doi: 10.1378/chest. 128.4.2788. DOI: https://doi.org/10.1378/chest.128.4.2788
17. V. A. Cornelissen and N. A. Smart, "Exercise training for blood pressure: A systematic review and meta-analysis," Journal of the American Heart Association, vol. 2, no. 1, article e004473, 2013, doi: 10.1161/JAHA.112.004473. DOI: https://doi.org/10.1161/JAHA.112.004473
18. A. W. Ashor, J. Lara, M. Siervo, M. Celis-Morales, C. Oggioni, A. Jakovljevic, and J. C. Mathers, "Effects of exercise modalities on arterial stiffness and wave reflection: A systematic review and meta-analysis of randomized controlled trials," PLOS ONE, vol. 9, no. 10, article e110034, 2014, doi: 10.1371/journal.pone.0110034. DOI: https://doi.org/10.1371/journal.pone.0110034
19. J. R. Ruiz, J. Castro-Pinero, V. Espana-Romero, E. G. Artero, F. B. Ortega, M. M. Cuenca, D. Jimenez-Pavon, P. Chillon, M. Girela-Rejon, J. Mora, A. Gutierrez, J. Suni, M. Sjostrom, and M. J. Castillo, "Field-based fitness assessment in young people: The ALPHA health-related fitness test battery for children and adolescents," British Journal of Sports Medicine, vol. 45, no. 6, pp. 518-524, 2011, doi: 10.1136/bjsm. 2010.075341. DOI: https://doi.org/10.1136/bjsm.2010.075341
20. F. B. Ortega, J. R. Ruiz, M. J. Castillo, and M. Sjostrom, "Physical fitness in childhood and adolescence: A powerful marker of health," International Journal of Obesity, vol. 32, no. 1, pp. 1-11, 2008, doi: 10.1038/sj.ijo.0803774. DOI: https://doi.org/10.1038/sj.ijo.0803774
21. C. L. Craig, A. L. Marshall, M. Sjostrom, A. E. Bauman, M. L. Booth, B. E. Ainsworth, M. Pratt, U. Ekelund, A. Yngve, J. F. Sallis, and P. Oja, "International physical activity questionnaire: 12-country reliability and validity," Medicine & Science in Sports & Exercise, vol. 35, no. 8, pp. 1381-1395, 2003, doi: 10.1249/01.MSS.0000078924.61453.FB. DOI: https://doi.org/10.1249/01.MSS.0000078924.61453.FB
22. R. P. Troiano, D. Berrigan, K. W. Dodd, L. C. Masse, T. Tilert, and M. McDowell, "Physical activity in the United States measured by accelerometer," Medicine & Science in Sports & Exercise, vol. 40, no. 1, pp. 181-188, 2008, doi: 10.1249/mss.0b013e31815a51b3. DOI: https://doi.org/10.1249/mss.0b013e31815a51b3
23. P. F. Saint-Maurice, R. P. Troiano, D. R. Bassett, B. I. Graubard, S. A. Carlson, E. J. Shiroma, J. E. Fulton, and C. E. Matthews, "Association of daily step count and step intensity with mortality among US adults," JAMA, vol. 323, no. 12, pp. 1151-1160, 2020, doi: 10.1001/jama. 2020.1382. DOI: https://doi.org/10.1001/jama.2020.1382
24. D. L. Swift, N. M. Johannsen, C. J. Lavie, C. P. Earnest, and T. S. Church, "The role of exercise and physical activity in weight loss and maintenance," Progress in Cardiovascular Diseases, vol. 56, no. 4, pp. 441-447, 2014, doi: 10.1016/j.pcad.2013.09.012. DOI: https://doi.org/10.1016/j.pcad.2013.09.012
25. A. Grontved, E. B. Rimm, W. C. Willett, L. B. Andersen, and F. B. Hu, "A prospective study of weight training and risk of type 2 diabetes mellitus in men," Archives of Internal Medicine, vol. 172, no. 17, pp. 1306-1312, 2012, doi: 10.1001/archinternmed. 2012.3138. DOI: https://doi.org/10.1001/archinternmed.2012.3138
26. E. G. Artero, D. C. Lee, X. Sui, J. R. Ruiz, T. S. Church, C. J. Lavie, R. Castillo, and S. N. Blair, "Muscular strength as a predictor of long-term mortality in men," Journal of Cardiopulmonary Rehabilitation and Prevention, vol. 31, no. 3, pp. 194-202, 2011, doi: 10.1097/HCR.0b013e31820a4abb.
27. C. Bouchard, S. N. Blair, T. S. Church, C. P. Earnest, J. M. Hagberg, K. Hakkinen, T. Jenkins, M. Karavirta, W. E. Kraus, A. S. Leon, D. C. Rao, M. Sarzynski, J. S. Skinner, A. Slentz, T. Rankinen, "Adverse metabolic response to regular exercise: Is it a rare or common occurrence?" PLOS ONE, vol. 7, no. 5, article e37887, 2012, doi: 10.1371/journal.pone.0037887. DOI: https://doi.org/10.1371/journal.pone.0037887
28. A. Fiuza-Luces, C. Garatachea, N. A. Berger, and A. Lucia, "Exercise is the real polypill," Physiology, vol. 28, no. 5, pp. 330-358, 2013, doi: 10.1152/physiol. 00019.2013. DOI: https://doi.org/10.1152/physiol.00019.2013
29. K. Norton, L. Norton, and D. Sadgrove, "Position statement on physical activity and exercise intensity terminology," Journal of Science and Medicine in Sport, vol. 13, no. 5, pp. 496-502, 2010, doi: 10.1016/j.jsams.2009.09.008. DOI: https://doi.org/10.1016/j.jsams.2009.09.008
30. J. Cohen, "A power primer," Psychological Bulletin, vol. 112, no. 1, pp. 155-159, 1992, doi: 10.1037/0033-2909.112.1.155. DOI: https://doi.org/10.1037/0033-2909.112.1.155
31. A. M. Batterham and W. G. Hopkins, "Making meaningful inferences about magnitudes," International Journal of Sports Physiology and Performance, vol. 1, no. 1, pp. 50-57, 2006, doi: 10.1123/ijspp. 1.1.50. DOI: https://doi.org/10.1123/ijspp.1.1.50
32. W. G. Hopkins, S. W. Marshall, A. M. Batterham, and J. Hanin, "Progressive statistics for studies in sports medicine and exercise science," Medicine & Science in Sports & Exercise, vol. 41, no. 1, pp. 3-13, 2009, doi: 10.1249/MSS.0b013e31818cb278. DOI: https://doi.org/10.1249/MSS.0b013e31818cb278
33. D. Lakens, "Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs," Frontiers in Psychology, vol. 4, article 863, 2013, doi: 10.3389/fpsyg. 2013.00863. DOI: https://doi.org/10.3389/fpsyg.2013.00863